Discourses on Bilingualism in Canadian French Immersion Programs
Bibliographic record
Abstract
The present article examines discourses on bilingualism in French immersion schools and connects local ideologies of bilingualism to a more global view of what it means to be bilingual in Canada. Bilingualism is usually regarded as two isolated monolingualisms (or monolingual systems) in which there is no place for code-switching, uneven language proficiencies, or certain varieties of French. Although French immersion students choose French because it is one of the official languages and it is valuable to speak additional languages, they face the challenge of not speaking like native speakers of French. The present article presents ethnographic and sociolinguistic research, conducted in two junior high schools in Alberta, which indicates that although French immersion offers cognitive and social benefits to students, their challenge is to be recognized as bilinguals. Looking at discourses on bilingualism is important for enabling every student learning French in Canada to have a ‘voice’.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".